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Can you describe the purpose and interpretation of an ROC curve in model evaluation? How would you contrast bagging with boosting in ensemble learning?
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Interview question asked to Machine Learning Engineers and Data Scientists interviewing at Bill.com, Illumina, Lyft and others: Can you describe the purpose and interpretation of an ROC curve in model evaluation? How would you contrast bagging with boosting in ensemble learning?.